fixed acidity
numerical
| Approximate Distinct Count |
96 |
| Approximate Unique (%) |
6.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
8.3196 |
| Minimum |
4.6 |
| Maximum |
15.9 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
volatile acidity
numerical
| Approximate Distinct Count |
143 |
| Approximate Unique (%) |
8.9% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
0.5278 |
| Minimum |
0.12 |
| Maximum |
1.58 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
citric acid
numerical
| Approximate Distinct Count |
80 |
| Approximate Unique (%) |
5.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
0.271 |
| Minimum |
0 |
| Maximum |
1 |
| Zeros |
132 |
| Zeros (%) |
8.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
residual sugar
numerical
| Approximate Distinct Count |
91 |
| Approximate Unique (%) |
5.7% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
2.5388 |
| Minimum |
0.9 |
| Maximum |
15.5 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
chlorides
numerical
| Approximate Distinct Count |
153 |
| Approximate Unique (%) |
9.6% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
0.08747 |
| Minimum |
0.012 |
| Maximum |
0.611 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
free sulfur dioxide
numerical
| Approximate Distinct Count |
60 |
| Approximate Unique (%) |
3.8% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
15.8749 |
| Minimum |
1 |
| Maximum |
72 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
total sulfur dioxide
numerical
| Approximate Distinct Count |
144 |
| Approximate Unique (%) |
9.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
46.4678 |
| Minimum |
6 |
| Maximum |
289 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
density
numerical
| Approximate Distinct Count |
436 |
| Approximate Unique (%) |
27.3% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
0.9967 |
| Minimum |
0.9901 |
| Maximum |
1.0037 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
pH
numerical
| Approximate Distinct Count |
89 |
| Approximate Unique (%) |
5.6% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
3.3111 |
| Minimum |
2.74 |
| Maximum |
4.01 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
sulphates
numerical
| Approximate Distinct Count |
96 |
| Approximate Unique (%) |
6.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
0.6581 |
| Minimum |
0.33 |
| Maximum |
2 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
alcohol
numerical
| Approximate Distinct Count |
65 |
| Approximate Unique (%) |
4.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
25584 |
| Mean |
10.423 |
| Minimum |
8.4 |
| Maximum |
14.9 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
quality
categorical
| Approximate Distinct Count |
6 |
| Approximate Unique (%) |
0.4% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
105534 |